Awesome HAI (Human-AI Interaction 👤➕🤖)

🚧 Under construction! Call for contributions!

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Special Compilation: Large Language Model (LLM)

Suggested Texts and Readings:

1. Shneiderman, B. (2022). Human-centered AI. Oxford University Press
2. Principles of mixed-initiative user interfaces
3. Guidelines for Human-AI Interaction

Suggested Conferences:

1. ACM Conference on Intelligent User Interfaces (ACM IUI)
2. ACM/IEEE International Conference on Human Robot Interaction (HRI)
3. ACM Symposium on User Interface Software and Technology (UIST)
4. ACM SIGCHI Conference on Human Factors in Computing (CHI)

Principles

1. Principles of mixed-initiative user interfaces
2. Guidelines for Human-AI Interaction

Modelling Humans using LLMs

1. TidyBot: Personalized Robot Assistance with Large Language Models
2. Generative Agents: Interactive Simulacra of Human Behavior

Language as a Human-Robot Interface

1. No, to the Right: Online Language Corrections for Robotic Manipulation via Shared Autonomy
2. Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections

Social HRI

1. Generative Expressive Robot Behaviors using Large Language Models

2. VITA: A Multi-modal LLM-based System for Longitudinal, Autonomous, and Adaptive Robotic Mental Well-being Coaching

LLM-supported Idea Generation and Conceptualization

1. Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation
2. PopBlends: Strategies for Conceptual Blending with Large Language Models

LLM-Assisted Writing

1. CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities
2. Co-Writing Screenplays and Theatre Scripts with Language Models: Evaluation by Industry Professionals

Blending LLM with Modalities Beyond Words

1. TaleBrush: Sketching Stories with Generative Pretrained Language Models
2. 3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows

Natural Language Programming

1. Discovering the syntax and strategies of natural language programming with generative language models
2. "What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models

Alignment and Verification

1. How Do Analysts Understand and Verify AI-Assisted Data Analyses?
2. Why Johnny can't prompt: how non-AI experts try (and fail) to design LLM prompts

Generative AI in Computing Education

1. Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests
2. Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming

Conferences & Journals

Major Conferences

Useful link: HCI Conferences Deadline ⏳

• ACM CHI: The largest and most influential international conference in the HCI field.
• ACM UIST: Focuses on the forefront of user interface technology.
• ACM IUI: Dedicated to advancing research in the areas of AI-powered user interface.
• ACM HRI: Dedicated to human-robot interaction.
• ACM CHI PLAY: Focuses on HCI in digital games and play.
• ACM CSCW: Specializes in collaborative and social aspects of computing.
• ACM UbiComp: Dedicated to ubiquitous and pervasive computing.
• ACM DIS: Centers on the design and practice of interactive systems.
• ACM ICMI: Covers research on multimodal interaction.
• ACM TEI: Deals with tangible, embedded, and embodied interaction.
• ACM GROUP: Focuses on technology and systems that support group work.
• ACM MobileHCI: Focuses on HCI issues related to mobile devices and services.
• IEEE VR: Concentrates on virtual reality technologies and applications.

Leading Journals

• ACM TOCHI: A premier journal published by ACM in the field of HCI.
• Elsevier IJHCS: Publishes research on the design and use of interactive computer technology
• TnF HCI: Publishes research on interaction science and system design.
• TnF IJHCI: Publishes a wide range of HCI research including empirical, theoretical, and methodological studies.
• Oxford IwC: Focuses on human-computer interaction research and practice.